Akiyo Fukatsu

5 papers · 2023–2024 · 4 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (10) ❓ The Questioner

Venues

CoNLL (2) ACL (1) COLING (1) EMNLP (1)

Top co-authors

Yohei Oseki (5) Miyu Oba (4) Akari Haga (4) Saku Sugawara (2) Hiroki Ouchi (2) Taro Watanabe (2) Yuto Harada (1) Arianna Bisazza (1)

Research topics

Machine Learning (4) Artificial Intelligence (3) Core AI (3) Natural Language Processing (2) Generation (2) Learning Types (2) Interdisciplinary (1) Core Methods (1) Linguistics (1) Optimization & Theory (1) Understanding (1)

Keywords

language model (3) language acquisition (2) child-directed speech (1) recurrent neural network (1) transformer neural network (1) morphological inflection (1) syntactic generalization (1) verb inflection (1) grammatical knowledge (1) sentence acceptability (1) bidirectional learning (1) variation set (1) training data efficiency (1) indirect evidence (1) in-context learning (1) u-shaped learning (1) model architecture (1)

Papers

BabyLM Challenge: Exploring the effect of variation sets on language model training efficiency CoNLL 2024 Can Language Models Induce Grammatical Knowledge from Indirect Evidence? EMNLP 2024 Learning Bidirectional Morphological Inflection like Humans COLING 2024 Modeling Overregularization in Children with Small Language Models ACL 2024 BabyLM Challenge: Curriculum learning based on sentence complexity approximating language acquisition CoNLL 2023